HyperGrid Transformers: Towards A Single Model for Multiple Tasks Jan 1, 2021 Multi-Task Learning Natural Language Understanding
— Unverified Learning Chess Blindfolded Jan 1, 2021 Domain Probing Game of Chess
— Unverified Pre-training Text-to-Text Transformers to Write and Reason with Concepts Jan 1, 2021 Common Sense Reasoning Language Modelling
— Unverified K-PLUG: KNOWLEDGE-INJECTED PRE-TRAINED LANGUAGE MODEL FOR NATURAL LANGUAGE UNDERSTANDING AND GENERATION Jan 1, 2021 Chatbot Decoder
Code Code Available Monte-Carlo Planning and Learning with Language Action Value Estimates Jan 1, 2021 Natural Language Understanding reinforcement-learning
— Unverified Later Span Adaptation for Language Understanding Jan 1, 2021 Natural Language Understanding Sentence
— Unverified Coreference Reasoning in Machine Reading Comprehension Dec 31, 2020 coreference-resolution Coreference Resolution
Code Code Available UnNatural Language Inference Dec 30, 2020 Natural Language Inference Natural Language Understanding
Code Code Available Robustness Testing of Language Understanding in Task-Oriented Dialog Dec 30, 2020 Data Augmentation Natural Language Understanding
Code Code Available Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? Dec 30, 2020 Natural Language Inference Natural Language Understanding
— Unverified Accurate Word Representations with Universal Visual Guidance Dec 30, 2020 Machine Translation Natural Language Understanding
— Unverified Code Summarization with Structure-induced Transformer Dec 29, 2020 Code Summarization Graph Neural Network
Code Code Available MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining Dec 27, 2020 Mortality Prediction Natural Language Understanding
Code Code Available My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism Dec 27, 2020 Common Sense Reasoning Natural Language Understanding
Code Code Available I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling Dec 24, 2020 Natural Language Understanding
— Unverified Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions Dec 21, 2020 Natural Language Understanding Relation Classification
— Unverified CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available Exploring Transfer Learning For End-to-End Spoken Language Understanding Dec 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding Dec 14, 2020 Contrastive Learning Knowledge Distillation
— Unverified ParsiNLU: A Suite of Language Understanding Challenges for Persian Dec 11, 2020 Machine Translation Natural Language Inference
Code Code Available Infusing Finetuning with Semantic Dependencies Dec 10, 2020 Natural Language Understanding
Code Code Available Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics Dec 9, 2020 Machine Translation Natural Language Understanding
— Unverified Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU Dec 9, 2020 Data Augmentation Generative Adversarial Network
— Unverified Using multiple ASR hypotheses to boost i18n NLU performance Dec 7, 2020 Abstractive Text Summarization Automatic Speech Recognition
— Unverified Improvements and Extensions on Metaphor Detection Dec 7, 2020 Natural Language Understanding
— Unverified 